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Estimating lime requirements for tropical soils: Model comparison and development

Acid tropical soils may become more productive when treated with agricultural lime, but optimal lime rates have yet to be determined in many tropical regions. In these regions, lime rates can be estimated with lime requirement models based on widely available soil data. We reviewed seven of these mo...

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Autores principales: Aramburu Merlos, Fernando, Silva, João Vasco, Baudron, Frédéric, Hijmans, Robert J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Scientific Pub. Co 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10033874/
https://www.ncbi.nlm.nih.gov/pubmed/37012902
http://dx.doi.org/10.1016/j.geoderma.2023.116421
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author Aramburu Merlos, Fernando
Silva, João Vasco
Baudron, Frédéric
Hijmans, Robert J.
author_facet Aramburu Merlos, Fernando
Silva, João Vasco
Baudron, Frédéric
Hijmans, Robert J.
author_sort Aramburu Merlos, Fernando
collection PubMed
description Acid tropical soils may become more productive when treated with agricultural lime, but optimal lime rates have yet to be determined in many tropical regions. In these regions, lime rates can be estimated with lime requirement models based on widely available soil data. We reviewed seven of these models and introduced a new model (LiTAS). We evaluated the models’ ability to predict the amount of lime needed to reach a target change in soil chemical properties with data from four soil incubation studies covering 31 soil types. Two foundational models, one targeting acidity saturation and the other targeting base saturation, were more accurate than the five models that were derived from them, while the LiTAS model was the most accurate. The models were used to estimate lime requirements for 303 African soil samples. We found large differences in the estimated lime rates depending on the target soil chemical property of the model. Therefore, an important first step in formulating liming recommendations is to clearly identify the soil property of interest and the target value that needs to be reached. While the LiTAS model can be useful for strategic research, more information on acidity-related problems other than aluminum toxicity is needed to comprehensively assess the benefits of liming.
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spelling pubmed-100338742023-04-01 Estimating lime requirements for tropical soils: Model comparison and development Aramburu Merlos, Fernando Silva, João Vasco Baudron, Frédéric Hijmans, Robert J. Geoderma Article Acid tropical soils may become more productive when treated with agricultural lime, but optimal lime rates have yet to be determined in many tropical regions. In these regions, lime rates can be estimated with lime requirement models based on widely available soil data. We reviewed seven of these models and introduced a new model (LiTAS). We evaluated the models’ ability to predict the amount of lime needed to reach a target change in soil chemical properties with data from four soil incubation studies covering 31 soil types. Two foundational models, one targeting acidity saturation and the other targeting base saturation, were more accurate than the five models that were derived from them, while the LiTAS model was the most accurate. The models were used to estimate lime requirements for 303 African soil samples. We found large differences in the estimated lime rates depending on the target soil chemical property of the model. Therefore, an important first step in formulating liming recommendations is to clearly identify the soil property of interest and the target value that needs to be reached. While the LiTAS model can be useful for strategic research, more information on acidity-related problems other than aluminum toxicity is needed to comprehensively assess the benefits of liming. Elsevier Scientific Pub. Co 2023-04 /pmc/articles/PMC10033874/ /pubmed/37012902 http://dx.doi.org/10.1016/j.geoderma.2023.116421 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Aramburu Merlos, Fernando
Silva, João Vasco
Baudron, Frédéric
Hijmans, Robert J.
Estimating lime requirements for tropical soils: Model comparison and development
title Estimating lime requirements for tropical soils: Model comparison and development
title_full Estimating lime requirements for tropical soils: Model comparison and development
title_fullStr Estimating lime requirements for tropical soils: Model comparison and development
title_full_unstemmed Estimating lime requirements for tropical soils: Model comparison and development
title_short Estimating lime requirements for tropical soils: Model comparison and development
title_sort estimating lime requirements for tropical soils: model comparison and development
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10033874/
https://www.ncbi.nlm.nih.gov/pubmed/37012902
http://dx.doi.org/10.1016/j.geoderma.2023.116421
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